The cursor on the laptop screen seemed to throb, a sickly green pulse against the stark white of the real estate listing. Amelia stared, heart thudding a frantic rhythm against her ribs. She hadn't visited the town in years, not since... well, not since everything. The photos, pristine and sunny, showed a house she barely recognized. The vibrant rose bushes, her mother's pride, were gone.

Her breath hitched. She scrolled through the pictures again, each one a fresh jab. The living room, once filled with the scent of cinnamon and her father's pipe tobacco, now sported a minimalist aesthetic that felt cold and unfamiliar. She bit down on her lip, a nervous habit she hadn't realized she still possessed. The idea of strangers inside, touching the things that had shaped her, was a heavy stone in her stomach.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228